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【ARXIV2201】ConvNeXt

【ARXIV2201】ConvNeXt

论文推介 Transformer

【CVPR2021】Decoupled dynamic filter networks

【CVPR2021】Decoupled dynamic filter networks

论文推介注意力机制动态网络

【ARXIV2105】Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks

【ARXIV2105】Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks

论文推介注意力机制

【ECCV2020】Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation

【ECCV2020】Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation

论文推介动态网络

一周记录（MAE and TransMix）

一周记录（MAE and TransMix）

论文推介 Transformer 动态网络

【CVPR2021】Dynamic Region-Aware Convolution

【CVPR2021】Dynamic Region-Aware Convolution

论文推介动态网络

【ARXIV2104】Attention in Attention Network for Image Super-Resolution

【ARXIV2104】Attention in Attention Network for Image Super-Resolution

论文推介图像修复注意力机制

12月第一周记录（Vision saliency transformer & Dynamic Grained Encoder for VIT）

12月第一周记录（Vision saliency transformer & Dynamic Grained Encoder for VIT）

论文推介动态网络 Transformer

【CVPR2021】Contrastive Learning for Compact Single Image Dehazing

【CVPR2021】Contrastive Learning for Compact Single Image Dehazing

论文推介图像修复

【TIP2021】A Progressive Coupled Network for Real-Time Image Deraining

【TIP2021】A Progressive Coupled Network for Real-Time Image Deraining

论文推介图像修复特征融合

【CVPR2020】Non-local neural networks with grouped bilinear attention transforms

【CVPR2020】Non-local neural networks with grouped bilinear attention transforms

论文推介注意力机制

【ICCV2021】Context Reasoning Attention Network for Image Super-Resolution

【ICCV2021】Context Reasoning Attention Network for Image Super-Resolution

论文推介动态网络图像修复注意力机制

【CVPR2021】Image super-resolution with non-local sparse attention

【CVPR2021】Image super-resolution with non-local sparse attention

论文推介注意力机制图像修复

【ICLR2021】Robust and generalizable visual representation learning via random convolutions

【ICLR2021】Robust and generalizable visual representation learning via random convolutions

论文推介 interesting

【CVPR2020】MMTM: Multimodal Transfer Module for CNN Fusion

【CVPR2020】MMTM: Multimodal Transfer Module for CNN Fusion

论文推介特征融合

极市No. 78 基于卷积神经网络的图像复原

极市No. 78 基于卷积神经网络的图像复原

论文推介图像修复

SA-Net: Shuffle Attention for Deep Convolutional Neural Networks

SA-Net: Shuffle Attention for Deep Convolutional Neural Networks

论文推介注意力机制

Learning Deep Interleaved Networks with Asymmetric Co-Attention for Image Restoration

Learning Deep Interleaved Networks with Asymmetric Co-Attention for Image Restoration

论文推介图像修复

AdaIN 解读

AdaIN 解读

论文推介 interesting

RepVGG: Making VGG-style ConvNets Great Again

RepVGG: Making VGG-style ConvNets Great Again

论文推介 interesting

MobileNetV1 解读

MobileNetV1 解读

论文推介 interesting

【AAAI2021】EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image D

【AAAI2021】EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image D

论文推介图像修复

【ECCV 2020】Spatial-Adaptive Network for Single Image Denoising

【ECCV 2020】Spatial-Adaptive Network for Single Image Denoising

论文推介图像修复

ShuffleNet V1 解读

ShuffleNet V1 解读

论文推介 interesting

【ICLR2018】Mixup 解读

【ICLR2018】Mixup 解读

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